ChanGe & MEASURE

Modern tools and lessons for designing better experiments.

Tool Power Planner

Power Planner

Compare multiple experiment scenarios and see how sample size and metric type affect statistical power.

Learn Experiment Prioritization

Experiment Prioritization

See how prioritizing experiments using imperfect human intuition leads to faster cumulative gains.

Expert Heuristics

Tool Power Visualizer

Power Visualizer

See how low power inflates false positives, sign errors, and effect exaggeration.

Learn Experiment Velocity

Experiment Velocity

What changes when you run more experiments?

Tool Coming Soon

MDE Crowd Estimator

We are more accurate when estimating experiments, in greater numbers.

Learn Hello Power

Hello Power

Learn how power affects your experiments.

Learn Coming Soon

A/B Tests Big And Small

Simulation of various A/B/C/D, A/B and A/B+ setups. Are there benefits to running one test before another?